There’s actually a bit of science behind it why we are unable to re-see what we originally saw…

Psychologist Tom Toppino explained: ‘When the scene is encountered again, sensory cues will again identify high information areas, but this time the prior knowledge needed to complete the perceptual act is readily available, and the perceptual interpretation is achieved in a way that seems automatic and perhaps inevitable’